A novel feature subset selection algorithm based on association rule mining.
Guangtao WangQinbao SongPublished in: Intell. Data Anal. (2013)
Keyphrases
- association rule mining
- selection algorithm
- feature subset
- feature subset selection
- feature selection
- association rules
- classification accuracy
- data mining
- genetic algorithm ga
- feature set
- data mining techniques
- feature space
- selected features
- itemsets
- svm classifier
- mining algorithm
- feature selection algorithms
- frequent itemsets
- knowledge discovery
- rule mining
- optimization method
- information gain
- feature ranking
- discovered association rules
- positive and negative association rules
- algorithms for mining association rules
- information retrieval
- support vector machine
- data streams
- search algorithm
- support vector
- text categorization
- pattern recognition
- interesting rules
- face recognition
- genetic network programming